ICLRWorkshop2021 | ICLRWorkshop2021 - Generalization beyond the training distribution in brains and machines

The limited generalization of neural networks is a critical problem for artificial intelligence, in applications ranging from automated driving and biomedical image analysis, and domains like reinforcement learning, control, and representational theory. Our goal is to address these issues by creati…